A multi-process system for HEp-2 cells classification based on SVM.
Donato CascioVincenzo TaorminaMarco CipollaSalvatore BrunoFrancesco FauciGiuseppe RasoPublished in: Pattern Recognit. Lett. (2016)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification process
- feature vectors
- classification algorithm
- classification method
- machine learning
- generalization ability
- feature selection
- pattern recognition
- feature space
- text classification
- training process
- pattern classification
- improves the classification accuracy
- decision boundary
- training set
- decision trees
- classification scheme
- multi class classification
- svm classification
- multi class svm
- cross validation
- machine learning algorithms
- kernel function
- supervised learning
- classification accuracy
- multiclass support vector machines
- high sensitivity
- decision forest
- svm classifier
- training data